df = MockTimeSeries(set_index=True).df
df.head()| time | feature_0 | feature_1 | feature_2 | |
|---|---|---|---|---|
| series | ||||
| 0 | 0 | 4 | 8 | 0 |
| 0 | 1 | 0 | 0 | 0 |
| 0 | 2 | 0 | 2 | 2 |
| 0 | 3 | 6 | 0 | 4 |
| 0 | 4 | 7 | 4 | 3 |
Base TimeDataset and TimeDataModule
TimeDataset
TimeDataset
TimeDataset
TimeDataset (df:pandas.core.frame.DataFrame=<factory>, time_key:str='time', include_time:Optional[bool]=False, device:Optional[littyping.device.Device]=None)
TimeDataModule
TimeDataModule
TimeDataModule (df:pandas.core.frame.DataFrame=<factory>)
Example
df = MockTimeSeries(set_index=True).df
df = df.head().reset_index().drop(columns='series')tdm = TimeDataModule(df)tdm.df